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Impressive work on the innovative data selection method!
I recently finished reading your paper. I'm particularly curious about the computation of the gradient projection. In your paper, you mention…
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As titled, by using `pip install -e .` at the root dir, we will automatically install `torch==2.3.0`.
And `fast_jl`, which is the library used for fast cuda random projector, will fail under this new…
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Hi,
Since UMAP v5, I have been getting the following warning quite often when dealing with large dataset (>10k points, ~100 features) and it will end up getting stuck.. (I am running it on sever s…
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I tested my code for random_projection on both AWS and my own machine and found that it worked fine. However, this morning I saw that my implementation generated no test results in this morning's test…
ghr55 updated
6 years ago
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I noticed that a new projector head MLP is added after loading the pre-trained MoCo v3 model. However, the parameters of this newly added component are also set to requires_grad=False.
My question …
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### Description of the problem
grdimage works fine for global grids that include the redundant 0 and 360 E longitudes. However, if you create a grid that doesn't include the redundant 360 E, the re…
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(Plotting offline)
Setting the projection to orthographic seems to prevent scene_camera settings being applied. This creates difficulty in saving as non-png images that aren't the default view.
``…
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Hi,
I am trying to reproduce the results from the cos-pomdp experiments, specifically tables 1 and 2 from the paper. Here's the process I followed:
1. I went to `experiments/thor`.
2. I ran `…
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Hi,
[angular_random_projection_split](https://github.com/lmcinnes/umap/blob/d286224a86dfe730c76f082c6f523b69b57bd0f8/umap/rp_tree.py#L29-L53), [euclidean_random_projection_split](https://github.com…
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Random projection currently stores internal parameters as an internal object that is created in the cython layer but opaque to the python layer. This means pickling the random projection model will no…